Nicolò
Calandra.
Master's student in Artificial Intelligence, researching how models can recognize what they know - and discover what they don't.
About Me
I'm a Master's student in Artificial Intelligence, driven by the question of how models can move beyond what they were explicitly taught.
I'm currently working on a paper on Generalized Category Discovery (GCD) - training models to recognize known categories while discovering and clustering entirely novel ones in unlabeled data.
Alongside research, I enjoy building polished products end to end - because the most impactful ideas are the ones people can actually use.
Generalized Category Discovery
Research on Generalized Category Discovery - teaching models to recognize known categories while discovering and clustering entirely novel ones in unlabeled data. Currently developing this work into a paper.
Paper in preparation.
AgovFit
Gym Tracker App
A comprehensive mobile application for tracking workouts and monitoring progress in real-time, with powerful data visualization.
CineManiac
Social Movie Companion
A full-featured movie companion blending personal tracking with social event planning - rate films 0-100, discover taste-matched picks, and plan cinema nights with friends.
Let's work
together.
Open to research collaborations and opportunities in AI/ML. Whether you have a project idea or just want to say hello - I'd love to hear from you.
Say Hello